Nonparametric Estimation under Shape Constraints: Estimators, Algorithms and Asymptotics - Couverture rigide

Groeneboom, Piet; Jongbloed, Geurt

Couverture rigide

ISBN 10 : 0521864011 ISBN 13 : 9780521864015

Editeur : Cambridge University Press, 2014

Synopsis

This book treats the latest developments in the theory of order-restricted inference, with special attention to nonparametric methods and algorithmic aspects. Among the topics treated are current status and interval censoring models, competing risk models, and deconvolution. Methods of order restricted inference are used in computing maximum likelihood estimators and developing distribution theory for inverse problems of this type. The authors have been active in developing these tools and present the state of the art and the open problems in the field. The earlier chapters provide an introduction to the subject, while the later chapters are written with graduate students and researchers in mathematical statistics in mind. Each chapter ends with a set of exercises of varying difficulty. The theory is illustrated with the analysis of real-life data, which are mostly medical in nature.

A propos du livre

À propos des auteurs

Piet Groeneboom is Professor Emeritus of Statistics at Delft University of Technology, The Netherlands.

Geurt Jongbloed is Professor of Statistics at Delft University of Technology, The Netherlands.

Détails de l'édition

• Éditeur: Cambridge University Press
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 0521864011
• ISBN 13: 9780521864015
• Reliure: Relié
• Nombre de pages: 428
• Coordonnées du fabricant: non disponible
• Personne responsable: Avery; https://www.avery.fr/; ; chemin des peupliers 27; Dardilly; France